Overview

Dataset statistics

Number of variables10
Number of observations20640
Missing cells207
Missing cells (%)0.1%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory2.7 MiB
Average record size in memory137.1 B

Variable types

NUM9
CAT1

Reproduction

Analysis started2020-06-03 07:22:48.937533
Analysis finished2020-06-03 07:23:09.430083
Duration20.49 seconds
Versionpandas-profiling v2.8.0
Command linepandas_profiling --config_file config.yaml [YOUR_FILE.csv]
Download configurationconfig.yaml

Warnings

latitude is highly correlated with longitudeHigh correlation
longitude is highly correlated with latitudeHigh correlation
total_bedrooms is highly correlated with total_rooms and 1 other fieldsHigh correlation
total_rooms is highly correlated with total_bedrooms and 1 other fieldsHigh correlation
households is highly correlated with total_rooms and 2 other fieldsHigh correlation
population is highly correlated with householdsHigh correlation
total_bedrooms has 207 (1.0%) missing values Missing

Variables

longitude
Real number (ℝ)

HIGH CORRELATION

Distinct count844
Unique (%)4.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-119.56970445736432
Minimum-124.35
Maximum-114.31
Zeros0
Zeros (%)0.0%
Memory size161.4 KiB

Quantile statistics

Minimum-124.35
5-th percentile-122.47
Q1-121.8
median-118.49
Q3-118.01
95-th percentile-117.08
Maximum-114.31
Range10.04
Interquartile range (IQR)3.79

Descriptive statistics

Standard deviation2.003531724
Coefficient of variation (CV)-0.01675618195
Kurtosis-1.330152366
Mean-119.5697045
Median Absolute Deviation (MAD)1.28
Skewness-0.297801208
Sum-2467918.7
Variance4.014139367
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-118.311620.8%
 
-118.31600.8%
 
-118.291480.7%
 
-118.271440.7%
 
-118.321420.7%
 
-118.281410.7%
 
-118.351400.7%
 
-118.361380.7%
 
-118.191350.7%
 
-118.251280.6%
 
-118.371280.6%
 
-118.21260.6%
 
-118.141250.6%
 
-118.261210.6%
 
-118.131210.6%
 
-118.181200.6%
 
-118.341190.6%
 
-118.211180.6%
 
-118.151160.6%
 
-118.121120.5%
 
-118.11090.5%
 
-118.381070.5%
 
-118.171060.5%
 
-118.431060.5%
 
-118.161030.5%
 
Other values (819)1746584.6%
 
ValueCountFrequency (%) 
-124.351< 0.1%
 
-124.32< 0.1%
 
-124.271< 0.1%
 
-124.261< 0.1%
 
-124.251< 0.1%
 
-124.233< 0.1%
 
-124.221< 0.1%
 
-124.213< 0.1%
 
-124.194< 0.1%
 
-124.186< 0.1%
 
ValueCountFrequency (%) 
-114.311< 0.1%
 
-114.471< 0.1%
 
-114.491< 0.1%
 
-114.551< 0.1%
 
-114.561< 0.1%
 
-114.573< 0.1%
 
-114.582< 0.1%
 
-114.592< 0.1%
 
-114.63< 0.1%
 
-114.613< 0.1%
 

latitude
Real number (ℝ≥0)

HIGH CORRELATION

Distinct count862
Unique (%)4.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean35.63186143410853
Minimum32.54
Maximum41.95
Zeros0
Zeros (%)0.0%
Memory size161.4 KiB

Quantile statistics

Minimum32.54
5-th percentile32.82
Q133.93
median34.26
Q337.71
95-th percentile38.96
Maximum41.95
Range9.41
Interquartile range (IQR)3.78

Descriptive statistics

Standard deviation2.135952397
Coefficient of variation (CV)0.05994501302
Kurtosis-1.117759781
Mean35.63186143
Median Absolute Deviation (MAD)1.23
Skewness0.4659530037
Sum735441.62
Variance4.562292644
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
34.062441.2%
 
34.052361.1%
 
34.082341.1%
 
34.072311.1%
 
34.042211.1%
 
34.092121.0%
 
34.022081.0%
 
34.12031.0%
 
34.031930.9%
 
33.931810.9%
 
33.941750.8%
 
33.971720.8%
 
33.991680.8%
 
33.881640.8%
 
34.111620.8%
 
33.981620.8%
 
34.161590.8%
 
34.121580.8%
 
34.151570.8%
 
34.011560.8%
 
33.891540.7%
 
34.171540.7%
 
34.141520.7%
 
33.91520.7%
 
341520.7%
 
Other values (837)1608077.9%
 
ValueCountFrequency (%) 
32.541< 0.1%
 
32.553< 0.1%
 
32.5610< 0.1%
 
32.57180.1%
 
32.58260.1%
 
32.59110.1%
 
32.69< 0.1%
 
32.61140.1%
 
32.62130.1%
 
32.63180.1%
 
ValueCountFrequency (%) 
41.952< 0.1%
 
41.921< 0.1%
 
41.881< 0.1%
 
41.863< 0.1%
 
41.841< 0.1%
 
41.821< 0.1%
 
41.812< 0.1%
 
41.83< 0.1%
 
41.791< 0.1%
 
41.783< 0.1%
 

housing_median_age
Real number (ℝ≥0)

Distinct count52
Unique (%)0.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean28.639486434108527
Minimum1.0
Maximum52.0
Zeros0
Zeros (%)0.0%
Memory size161.4 KiB

Quantile statistics

Minimum1
5-th percentile8
Q118
median29
Q337
95-th percentile52
Maximum52
Range51
Interquartile range (IQR)19

Descriptive statistics

Standard deviation12.58555761
Coefficient of variation (CV)0.4394477408
Kurtosis-0.8006288536
Mean28.63948643
Median Absolute Deviation (MAD)10
Skewness0.0603306376
Sum591119
Variance158.3962604
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
5212736.2%
 
368624.2%
 
358244.0%
 
167713.7%
 
176983.4%
 
346893.3%
 
266193.0%
 
336153.0%
 
185702.8%
 
255662.7%
 
325652.7%
 
375372.6%
 
155122.5%
 
195022.4%
 
274882.4%
 
244782.3%
 
304762.3%
 
284712.3%
 
204652.3%
 
294612.2%
 
314582.2%
 
234482.2%
 
214462.2%
 
144122.0%
 
223991.9%
 
Other values (27)603529.2%
 
ValueCountFrequency (%) 
14< 0.1%
 
2580.3%
 
3620.3%
 
41910.9%
 
52441.2%
 
61600.8%
 
71750.8%
 
82061.0%
 
92051.0%
 
102641.3%
 
ValueCountFrequency (%) 
5212736.2%
 
51480.2%
 
501360.7%
 
491340.6%
 
481770.9%
 
471981.0%
 
462451.2%
 
452941.4%
 
443561.7%
 
433531.7%
 

total_rooms
Real number (ℝ≥0)

HIGH CORRELATION

Distinct count5926
Unique (%)28.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2635.7630813953488
Minimum2.0
Maximum39320.0
Zeros0
Zeros (%)0.0%
Memory size161.4 KiB

Quantile statistics

Minimum2
5-th percentile620.95
Q11447.75
median2127
Q33148
95-th percentile6213.2
Maximum39320
Range39318
Interquartile range (IQR)1700.25

Descriptive statistics

Standard deviation2181.615252
Coefficient of variation (CV)0.8276977802
Kurtosis32.630927
Mean2635.763081
Median Absolute Deviation (MAD)797
Skewness4.147343451
Sum54402150
Variance4759445.106
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
1527180.1%
 
1613170.1%
 
1582170.1%
 
2127160.1%
 
1703150.1%
 
1471150.1%
 
2053150.1%
 
1722150.1%
 
1607150.1%
 
1717150.1%
 
1787140.1%
 
1705140.1%
 
1743140.1%
 
1650140.1%
 
1880140.1%
 
1731140.1%
 
1745140.1%
 
1724140.1%
 
1562140.1%
 
1808130.1%
 
1999130.1%
 
1551130.1%
 
1748130.1%
 
1649130.1%
 
1701130.1%
 
Other values (5901)2027898.2%
 
ValueCountFrequency (%) 
21< 0.1%
 
61< 0.1%
 
81< 0.1%
 
111< 0.1%
 
121< 0.1%
 
152< 0.1%
 
161< 0.1%
 
184< 0.1%
 
192< 0.1%
 
202< 0.1%
 
ValueCountFrequency (%) 
393201< 0.1%
 
379371< 0.1%
 
326271< 0.1%
 
320541< 0.1%
 
304501< 0.1%
 
304051< 0.1%
 
304011< 0.1%
 
282581< 0.1%
 
278701< 0.1%
 
277001< 0.1%
 

total_bedrooms
Real number (ℝ≥0)

HIGH CORRELATION
MISSING

Distinct count1923
Unique (%)9.4%
Missing207
Missing (%)1.0%
Infinite0
Infinite (%)0.0%
Mean537.8705525375618
Minimum1.0
Maximum6445.0
Zeros0
Zeros (%)0.0%
Memory size161.4 KiB

Quantile statistics

Minimum1
5-th percentile137
Q1296
median435
Q3647
95-th percentile1275.4
Maximum6445
Range6444
Interquartile range (IQR)351

Descriptive statistics

Standard deviation421.3850701
Coefficient of variation (CV)0.7834321252
Kurtosis21.98557506
Mean537.8705525
Median Absolute Deviation (MAD)162
Skewness3.459546332
Sum10990309
Variance177565.3773
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
280550.3%
 
331510.2%
 
345500.2%
 
393490.2%
 
343490.2%
 
394480.2%
 
328480.2%
 
348480.2%
 
272470.2%
 
309470.2%
 
295460.2%
 
314460.2%
 
322460.2%
 
399460.2%
 
317460.2%
 
284450.2%
 
388450.2%
 
290450.2%
 
291450.2%
 
346450.2%
 
287450.2%
 
340450.2%
 
313450.2%
 
269440.2%
 
460440.2%
 
Other values (1898)1926393.3%
 
(Missing)2071.0%
 
ValueCountFrequency (%) 
11< 0.1%
 
22< 0.1%
 
35< 0.1%
 
47< 0.1%
 
56< 0.1%
 
65< 0.1%
 
76< 0.1%
 
88< 0.1%
 
97< 0.1%
 
108< 0.1%
 
ValueCountFrequency (%) 
64451< 0.1%
 
62101< 0.1%
 
54711< 0.1%
 
54191< 0.1%
 
52901< 0.1%
 
50331< 0.1%
 
50271< 0.1%
 
49571< 0.1%
 
49521< 0.1%
 
48191< 0.1%
 

population
Real number (ℝ≥0)

HIGH CORRELATION

Distinct count3888
Unique (%)18.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1425.4767441860465
Minimum3.0
Maximum35682.0
Zeros0
Zeros (%)0.0%
Memory size161.4 KiB

Quantile statistics

Minimum3
5-th percentile348
Q1787
median1166
Q31725
95-th percentile3288
Maximum35682
Range35679
Interquartile range (IQR)938

Descriptive statistics

Standard deviation1132.462122
Coefficient of variation (CV)0.7944444737
Kurtosis73.55311639
Mean1425.476744
Median Absolute Deviation (MAD)440
Skewness4.935858227
Sum29421840
Variance1282470.457
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
891250.1%
 
761240.1%
 
1227240.1%
 
850240.1%
 
1052240.1%
 
825230.1%
 
999220.1%
 
782220.1%
 
1005220.1%
 
781210.1%
 
1098210.1%
 
753210.1%
 
872210.1%
 
1056200.1%
 
1158200.1%
 
899200.1%
 
837200.1%
 
804200.1%
 
1011200.1%
 
926200.1%
 
1155200.1%
 
1203200.1%
 
1047200.1%
 
986200.1%
 
861200.1%
 
Other values (3863)2010697.4%
 
ValueCountFrequency (%) 
31< 0.1%
 
51< 0.1%
 
61< 0.1%
 
84< 0.1%
 
92< 0.1%
 
111< 0.1%
 
134< 0.1%
 
143< 0.1%
 
152< 0.1%
 
172< 0.1%
 
ValueCountFrequency (%) 
356821< 0.1%
 
285661< 0.1%
 
163051< 0.1%
 
161221< 0.1%
 
155071< 0.1%
 
150371< 0.1%
 
132511< 0.1%
 
128731< 0.1%
 
124271< 0.1%
 
122031< 0.1%
 

households
Real number (ℝ≥0)

HIGH CORRELATION

Distinct count1815
Unique (%)8.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean499.5396802325581
Minimum1.0
Maximum6082.0
Zeros0
Zeros (%)0.0%
Memory size161.4 KiB

Quantile statistics

Minimum1
5-th percentile125
Q1280
median409
Q3605
95-th percentile1162
Maximum6082
Range6081
Interquartile range (IQR)325

Descriptive statistics

Standard deviation382.3297528
Coefficient of variation (CV)0.7653641301
Kurtosis22.05798806
Mean499.5396802
Median Absolute Deviation (MAD)151
Skewness3.410437712
Sum10310499
Variance146176.0399
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
306570.3%
 
386560.3%
 
335560.3%
 
282550.3%
 
429540.3%
 
375530.3%
 
284510.2%
 
297510.2%
 
362500.2%
 
380500.2%
 
278500.2%
 
340500.2%
 
316490.2%
 
329490.2%
 
319490.2%
 
330490.2%
 
377480.2%
 
309480.2%
 
426480.2%
 
341480.2%
 
357470.2%
 
352460.2%
 
363460.2%
 
410460.2%
 
269460.2%
 
Other values (1790)1938893.9%
 
ValueCountFrequency (%) 
11< 0.1%
 
23< 0.1%
 
34< 0.1%
 
44< 0.1%
 
57< 0.1%
 
65< 0.1%
 
710< 0.1%
 
88< 0.1%
 
99< 0.1%
 
107< 0.1%
 
ValueCountFrequency (%) 
60821< 0.1%
 
53581< 0.1%
 
51891< 0.1%
 
50501< 0.1%
 
49301< 0.1%
 
48551< 0.1%
 
47691< 0.1%
 
46161< 0.1%
 
44901< 0.1%
 
43721< 0.1%
 

median_income
Real number (ℝ≥0)

Distinct count12928
Unique (%)62.6%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean3.8706710029069766
Minimum0.4999
Maximum15.0001
Zeros0
Zeros (%)0.0%
Memory size161.4 KiB

Quantile statistics

Minimum0.4999
5-th percentile1.60057
Q12.5634
median3.5348
Q34.74325
95-th percentile7.300305
Maximum15.0001
Range14.5002
Interquartile range (IQR)2.17985

Descriptive statistics

Standard deviation1.899821718
Coefficient of variation (CV)0.4908249026
Kurtosis4.952524102
Mean3.870671003
Median Absolute Deviation (MAD)1.0642
Skewness1.646656702
Sum79890.6495
Variance3.60932256
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
3.125490.2%
 
15.0001490.2%
 
2.875460.2%
 
4.125440.2%
 
2.625440.2%
 
3.875410.2%
 
3380.2%
 
3.375380.2%
 
3.625370.2%
 
4370.2%
 
4.375350.2%
 
2.125330.2%
 
2.375320.2%
 
4.625310.2%
 
3.5300.1%
 
3.25290.1%
 
3.75290.1%
 
4.875290.1%
 
1.625290.1%
 
2.25290.1%
 
4.25280.1%
 
2.5280.1%
 
3.6875260.1%
 
2.75250.1%
 
4.5240.1%
 
Other values (12903)1978095.8%
 
ValueCountFrequency (%) 
0.4999120.1%
 
0.53610< 0.1%
 
0.54951< 0.1%
 
0.64331< 0.1%
 
0.67751< 0.1%
 
0.68251< 0.1%
 
0.68311< 0.1%
 
0.6961< 0.1%
 
0.69911< 0.1%
 
0.70071< 0.1%
 
ValueCountFrequency (%) 
15.0001490.2%
 
152< 0.1%
 
14.90091< 0.1%
 
14.58331< 0.1%
 
14.42191< 0.1%
 
14.41131< 0.1%
 
14.29591< 0.1%
 
14.28671< 0.1%
 
13.9471< 0.1%
 
13.85561< 0.1%
 

median_house_value
Real number (ℝ≥0)

Distinct count3842
Unique (%)18.6%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean206855.81690891474
Minimum14999.0
Maximum500001.0
Zeros0
Zeros (%)0.0%
Memory size161.4 KiB

Quantile statistics

Minimum14999
5-th percentile66200
Q1119600
median179700
Q3264725
95-th percentile489810
Maximum500001
Range485002
Interquartile range (IQR)145125

Descriptive statistics

Standard deviation115395.6159
Coefficient of variation (CV)0.55785531
Kurtosis0.3278702429
Mean206855.8169
Median Absolute Deviation (MAD)68400
Skewness0.9777632739
Sum4269504061
Variance1.331614816e+10
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
5000019654.7%
 
1375001220.6%
 
1625001170.6%
 
1125001030.5%
 
187500930.5%
 
225000920.4%
 
350000790.4%
 
87500780.4%
 
275000650.3%
 
150000640.3%
 
175000630.3%
 
100000620.3%
 
125000560.3%
 
67500550.3%
 
250000470.2%
 
200000460.2%
 
118800390.2%
 
450000370.2%
 
156300350.2%
 
212500330.2%
 
193800310.2%
 
181300310.2%
 
300000300.1%
 
75000300.1%
 
81300290.1%
 
Other values (3817)1823888.4%
 
ValueCountFrequency (%) 
149994< 0.1%
 
175001< 0.1%
 
225004< 0.1%
 
250001< 0.1%
 
266001< 0.1%
 
269001< 0.1%
 
275001< 0.1%
 
283001< 0.1%
 
300002< 0.1%
 
325004< 0.1%
 
ValueCountFrequency (%) 
5000019654.7%
 
500000270.1%
 
4991001< 0.1%
 
4990001< 0.1%
 
4988001< 0.1%
 
4987001< 0.1%
 
4986001< 0.1%
 
4984001< 0.1%
 
4976001< 0.1%
 
4974001< 0.1%
 

ocean_proximity
Categorical

Distinct count5
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size161.4 KiB
<1H OCEAN
9136
INLAND
6551
NEAR OCEAN
2658
NEAR BAY
2290
ISLAND
 
5
ValueCountFrequency (%) 
<1H OCEAN913644.3%
 
INLAND655131.7%
 
NEAR OCEAN265812.9%
 
NEAR BAY229011.1%
 
ISLAND5< 0.1%
 

Length

Max length10
Median length9
Mean length8.064922481
Min length6

Overview of Unicode Properties

Unique unicode characters16
Unique unicode categories (?)4
Unique unicode scripts (?)2
Unique unicode blocks (?)1
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

ValueCountFrequency (%) 
N2984917.9%
 
A2558815.4%
 
E1674210.1%
 
140848.5%
 
O117947.1%
 
C117947.1%
 
<91365.5%
 
191365.5%
 
H91365.5%
 
I65563.9%
 
L65563.9%
 
D65563.9%
 
R49483.0%
 
B22901.4%
 
Y22901.4%
 
S5< 0.1%
 

Most occurring categories

ValueCountFrequency (%) 
Uppercase Letter13410480.6%
 
Space Separator140848.5%
 
Math Symbol91365.5%
 
Decimal Number91365.5%
 

Most frequent Uppercase Letter characters

ValueCountFrequency (%) 
N2984922.3%
 
A2558819.1%
 
E1674212.5%
 
O117948.8%
 
C117948.8%
 
H91366.8%
 
I65564.9%
 
L65564.9%
 
D65564.9%
 
R49483.7%
 
B22901.7%
 
Y22901.7%
 
S5< 0.1%
 

Most frequent Space Separator characters

ValueCountFrequency (%) 
14084100.0%
 

Most frequent Math Symbol characters

ValueCountFrequency (%) 
<9136100.0%
 

Most frequent Decimal Number characters

ValueCountFrequency (%) 
19136100.0%
 

Most occurring scripts

ValueCountFrequency (%) 
Latin13410480.6%
 
Common3235619.4%
 

Most frequent Latin characters

ValueCountFrequency (%) 
N2984922.3%
 
A2558819.1%
 
E1674212.5%
 
O117948.8%
 
C117948.8%
 
H91366.8%
 
I65564.9%
 
L65564.9%
 
D65564.9%
 
R49483.7%
 
B22901.7%
 
Y22901.7%
 
S5< 0.1%
 

Most frequent Common characters

ValueCountFrequency (%) 
1408443.5%
 
<913628.2%
 
1913628.2%
 

Most occurring blocks

ValueCountFrequency (%) 
ASCII166460100.0%
 

Most frequent ASCII characters

ValueCountFrequency (%) 
N2984917.9%
 
A2558815.4%
 
E1674210.1%
 
140848.5%
 
O117947.1%
 
C117947.1%
 
<91365.5%
 
191365.5%
 
H91365.5%
 
I65563.9%
 
L65563.9%
 
D65563.9%
 
R49483.0%
 
B22901.4%
 
Y22901.4%
 
S5< 0.1%
 

Interactions

Correlations

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

Missing values

Sample

First rows

longitudelatitudehousing_median_agetotal_roomstotal_bedroomspopulationhouseholdsmedian_incomemedian_house_valueocean_proximity
0-122.2337.8841.0880.0129.0322.0126.08.3252452600.0NEAR BAY
1-122.2237.8621.07099.01106.02401.01138.08.3014358500.0NEAR BAY
2-122.2437.8552.01467.0190.0496.0177.07.2574352100.0NEAR BAY
3-122.2537.8552.01274.0235.0558.0219.05.6431341300.0NEAR BAY
4-122.2537.8552.01627.0280.0565.0259.03.8462342200.0NEAR BAY
5-122.2537.8552.0919.0213.0413.0193.04.0368269700.0NEAR BAY
6-122.2537.8452.02535.0489.01094.0514.03.6591299200.0NEAR BAY
7-122.2537.8452.03104.0687.01157.0647.03.1200241400.0NEAR BAY
8-122.2637.8442.02555.0665.01206.0595.02.0804226700.0NEAR BAY
9-122.2537.8452.03549.0707.01551.0714.03.6912261100.0NEAR BAY

Last rows

longitudelatitudehousing_median_agetotal_roomstotal_bedroomspopulationhouseholdsmedian_incomemedian_house_valueocean_proximity
20630-121.3239.2911.02640.0505.01257.0445.03.5673112000.0INLAND
20631-121.4039.3315.02655.0493.01200.0432.03.5179107200.0INLAND
20632-121.4539.2615.02319.0416.01047.0385.03.1250115600.0INLAND
20633-121.5339.1927.02080.0412.01082.0382.02.549598300.0INLAND
20634-121.5639.2728.02332.0395.01041.0344.03.7125116800.0INLAND
20635-121.0939.4825.01665.0374.0845.0330.01.560378100.0INLAND
20636-121.2139.4918.0697.0150.0356.0114.02.556877100.0INLAND
20637-121.2239.4317.02254.0485.01007.0433.01.700092300.0INLAND
20638-121.3239.4318.01860.0409.0741.0349.01.867284700.0INLAND
20639-121.2439.3716.02785.0616.01387.0530.02.388689400.0INLAND